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ATAL
2008
Springer
15 years 9 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
165
Voted
IAT
2008
IEEE
16 years 1 months ago
Negotiation in Semi-cooperative Agreement Problems
In this paper we introduce the Semi-Cooperative Extended Incremental Multiagent Agreement Problem with Preferences (SC-EIMAPP). In SC-EIMAPPs, variables arise over time. For each ...
Elisabeth Crawford, Manuela M. Veloso
AAAI
2010
15 years 8 months ago
Envy Quotes and the Iterated Core-Selecting Combinatorial Auction
Using a model of agent behavior based around envy-reducing strategies, we describe an iterated combinatorial auction in which the allocation and prices converge to a solution in t...
Abraham Othman, Tuomas Sandholm
202
Voted
SYNTHESE
2010
133views more  SYNTHESE 2010»
15 years 1 months ago
Dynamic logics of knowledge and access
A recurring issue in any formal model representing agents' (changing) informational attitudes is how to account for the fact that the agents are limited in their access to the...
Tomohiro Hoshi, Eric Pacuit
173
Voted
ROBOCUP
1999
Springer
138views Robotics» more  ROBOCUP 1999»
15 years 11 months ago
All Botz
This paper provides general information about research at the University of Auckland into autonomous agents in highly dynamic environments, in particular in RoboCup. The paper desc...
Jacky Baltes, Nicholas Hildreth, David Maplesden